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Luigi Freda

Robotics & Computer Vision Engineer, PhD

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Perception

Computer Vision Deep Learning Machine Learning Math News Perception Posts Robotics 

My new pySLAM v2 is out!

7 May 20209 May 2020 luigi 2 Comments 3D reconstruction, augmented reality, CNN, computer vision, deep-learning, features, image processig, machine-learning, mapping, NN, open source, perception, SLAM, visual localization

I am excited to release pySLAM v2. The new version allows you to play with SLAM techniques, visual-odometry, keyframes, bundle-adjustment,

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Computer Vision News Perception Robotics Sensors 

Visual Perception and Spatial Computing

25 February 201917 July 2019 luigi 0 Comments 3D reconstruction, computer vision, image processig, mapping, open source, sensors, SLAM

On February 2019, I was the teacher of the course Visual Perception and Spatial Computing in the Advanced School of AI. This school

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Computer Vision News Perception Robotics 

3dpatrolling – 3D Multi-Robot Patrolling with a Two-Level Coordination Strategy 

9 February 20194 November 2019 luigi 0 Comments computer vision, disaster robotics, lidar, mapping, open source, robotics, sensor-based motion planning, SLAM, TRADR, UGVs, USAR

I am very excited to release the paper 3D Multi-Robot Patrolling with a Two-Level Coordination Strategy (just appeared in Autonomous Robots) and

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Computer Vision Machine Learning Perception Posts 

CNN-SLAM: Real-time dense monocular SLAM with learned depth prediction

8 April 201721 November 2017 luigi 0 Comments 3D reconstruction, computer vision, deep-learning, machine-learning, mapping, perception, SLAM, visual localization

In this page, the Authors K. Tateno, F. Tombari, I. Laina and N. Navab present the following paper in which CNNs are used

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Computer Vision Machine Learning Perception Posts 

Hand-Crafted Features or Learned Local Features?

8 April 20178 April 2017 luigi 0 Comments 3D reconstruction, computer vision, data analysis, deep-learning, machine-learning, perception

In this post, Torsten Sattler presents his upcoming CVPR 2017 paper “Comparative Evaluation of Hand-Crafted and Learned Local Features” You

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Business Computer Vision Machine Learning Perception Posts Robotics Sensors 

Driverless cars that ‘see’ the road ahead

29 March 2017 luigi 0 Comments computer vision, deep-learning, image processig, machine-learning, perception, robotics, self-driving car

Micheal Milford explains how to make a driverless car see the road ahead. From his Google+ post: “We were asked to

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Computer Vision Perception Posts Sensors 

RGBDTAM: A Cost-Effective and Accurate RGB-D Tracking and Mapping System

29 March 201729 March 2017 luigi 0 Comments 3D reconstruction, computer vision, image processig, open source, SLAM, visual localization

In this post, Alejo Concha Belenguer presents his new work RGBDTAM. This is a direct SLAM pipeline that runs in real-time and

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Business Computer Vision Mixed Reality Perception Posts Sensors 

Microsoft HoloLens brings New Vision to Elevator Maintenance of Thyssenkrupp

28 September 2016 luigi 0 Comments augmented reality, business, computer vision, perception, sensors, SLAM, visual localization

Using Microsoft HoloLens, 24,000+ service technicians of Thyssenkrupp will be able to visualize and identify problems with elevators ahead of

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Business Drones Perception Posts Robotics 

DJI launches ultraportable iOS-connected Mavic Pro camera drone

28 September 2016 luigi 0 Comments business, drones, perception, robotics, sensors

Drone maker DJI unveiled its latest flying camera: a foldable, portable, sub-$1,000 device dubbed the Mavic Pro. This seems to

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Perception Posts Robotics Sensors 

Agile Drone Flight through Narrow Gaps with Onboard Sensing and Computing

28 September 201628 September 2016 luigi 0 Comments computer vision, drones, image processig, perception, robotics, sensors

From Google+, Davide Scaramuzza presents his last work on perception aware path planning for quadrotors. “I am happy to share

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Drones News Perception Robotics Sensors 

TRADR Team and Vigili del Fuoco in Amatrice

6 September 201610 September 2016 luigi 0 Comments 3D reconstruction, disaster robotics, drones, lidar, multi-robot, robotics, TRADR, UGVs, USAR

It was a great life experience being part of the TRADR team who successfully deployed two UGVs and three drones

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Perception Posts Robotics Sensors 

Italian Earthquake: Recommendations for using Rescue Robots

24 August 201624 August 2016 luigi 0 Comments mapping, robotics, USAR

On this page Dr. Robin Murphy posted very useful recommendations for using ground and aerial robots for immediate lifesaving. “…A video camera,

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Business Computer Vision Perception Posts Robotics Sensors 

A Self-Driving Fleet Arrives in Pittsburgh This Month – Uber Steps on the Accelerator

22 August 2016 luigi 0 Comments business, computer vision, lidar, mapping, perception, robotics, self-driving car, sensor-based motion planning, sensors, SLAM

Uber is definitely stepping on the accelerator… “Starting later this month, Uber will allow customers in downtown Pittsburgh to summon

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Computer Vision Machine Learning Mixed Reality Perception Posts Robotics 

ElasticFusion – Real-time Light Source Detection

22 August 201622 August 2016 luigi 0 Comments 3D reconstruction, augmented reality, machine-learning, mapping, open source, place recognition, robotics, SLAM, visual localization

A new journal paper about ElasticFusion has come out from Davison’s group. New exciting results on 3D light source mapping are presented.

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Computer Vision Perception Posts Robotics Sensors 

Direct Sparse Odometry

5 August 2016 luigi 0 Comments 3D reconstruction, computer vision, image processig, SLAM, visual localization

A new exciting work from the Computer Vision Group of TUM. “DSO is a novel direct and sparse formulation for

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News About Me

  • My new pySLAM v2 is out!
  • Member of the Program Committee of SAC 2020-IRMAS Track
  • PLVS for Circus Maximus Mixed-Reality Experience
  • Visual Perception and Spatial Computing
  • 3dpatrolling – 3D Multi-Robot Patrolling with a Two-Level Coordination Strategy 

Blog

  • My new pySLAM v2 is out!
  • ROSIntegration for Unreal Engine 4.23
  • PLVS for Circus Maximus Mixed-Reality Experience
  • Visual Perception and Spatial Computing
  • 3dpatrolling – 3D Multi-Robot Patrolling with a Two-Level Coordination Strategy 

Tags

2D to 3D 3D reconstruction augmented reality business CNN computer vision data analysis dataset deep-learning disaster robotics drones energy features gps image processig inertial lidar machine-learning mapping math multi-robot NN open source perception place recognition robotics self-driving car sensor-based motion planning sensors SLAM TRADR UGVs USAR visual localization visual servoing VR

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